Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9753650 | 0.9893082 | 0.1275366 | 0.0145568 | 0.9703354 |
| bt | 0.9726277 | 0.9304245 | 0.6773707 | 0.0239052 | 0.7436059 |
| maxnet | 0.8832117 | 0.9006027 | 0.8866635 | 0.0797584 | 0.6992662 |
| gam | 0.9753650 | 0.8716195 | 0.8155131 | 0.0232091 | 0.5577568 |
| glm | 0.9671533 | 0.8522799 | 0.7000953 | 0.0315848 | 0.5932914 |
Variable Importance